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Plane wave expansion method

Plane wave expansion method is a computer science topic covered in the lgStudy science library. This page brings together a partial reference excerpt, illustrations, worked examples, real-world applications and a short study plan, so you can understand Plane wave expansion method rather than just read about it. In short: Plane wave expansion method (PWE) refers to a computational technique in electromagnetics to solve the Maxwell's equations by formulating an eigenvalue problem out of the equation. This method is popular among the photonic crystal community as a method of solving for the band structure (dispersion relation) of specific photonic crystal geometries.

Plane wave expansion method — main illustration
Plane wave expansion method — illustration

Key takeaways

  • Plane wave expansion method belongs to computer science; place it in that map before memorising details.
  • Learn the definition first, then one example that makes the definition concrete.
  • Connect Plane wave expansion method to a quantity you can measure, compute or draw — that is where exam questions come from.
  • Reproduce the core statement of Plane wave expansion method from memory before moving on to harder problems.

Reference excerpt

Plane wave expansion method (PWE) refers to a computational technique in electromagnetics to solve the Maxwell's equations by formulating an eigenvalue problem out of the equation. This method is popular among the photonic crystal community as a method of solving for the band structure (dispersion relation) of specific photonic crystal geometries. PWE is traceable to the analytical formulations, and is useful in calculating modal solutions of Maxwell's equations over an inhomogeneous or periodic geometry. It is specifically tuned to solve problems in a time-harmonic forms, with non-dispersive media (a reformulation of the method named Inverse dispersion allows frequency-dependent refractive indices). Various open-source implementations of plane wave expansion method for calculating band diagrams were published in the photonics literature, including MPB.

Principles Plane waves are solutions to the homogeneous Helmholtz equation, and form a basis to represent fields in the periodic media. PWE as applied to photonic crystals as described is primarily sourced from Dr. Danner's tutorial. The electric or magnetic fields are expanded for each field component in terms of the Fourier series components along the reciprocal lattice vector. Similarly, the dielectric permittivity (which is periodic along reciprocal lattice vector for photonic crystals) is also expanded through Fourier series components.

1 ϵ r = ∑ m = − ∞ + ∞ K m ϵ r e − i G ⋅ r {\displaystyle {\frac {1}{\epsilon _{r}}}=\sum _{m=-\infty }^{+\infty }K_{m}^{\epsilon _{r}}e^{-i\mathbf {G} \cdot \mathbf {r} }}

E ( ω , r ) = ∑ n = − ∞ + ∞ K n E y e − i G ⋅ r e − i k ⋅ r {\displaystyle E(\omega ,\mathbf {r} )=\sum _{n=-\infty }^{+\infty }K_{n}^{E_{y}}e^{-i\mathbf {G} \cdot \mathbf {r} }e^{-i\mathbf {k} \cdot \mathbf {r} }}

with the Fourier series coefficients being the K numbers subscripted by m, n respectively, and the reciprocal lattice vector given by G {\displaystyle \mathbf {G} } . In real modeling, the range of components considered will be reduced to just ± N max {\displaystyle \pm N_{\max }} instead of the ideal, infinite wave. Using these expansions in any of the curl-curl relations like,

1 ϵ ( r ) ∇ × ∇ × E ( r , ω ) = ( ω c ) 2 E ( r , ω ) {\displaystyle {\frac {1}{\epsilon (\mathbf {r} )}}\nabla \times \nabla \times E(\mathbf {r} ,\omega )=\left({\frac {\omega }{c}}\right)^{2}E(\mathbf {r} ,\omega )}

and simplifying under assumptions of a source free, linear, and non-dispersive region we obtain the eigenvalue relations which can be solved.

Example for 1D case

For a y-polarized z-propagating electric wave, incident on a 1D-DBR periodic in only z-direction and homogeneous along x,y, with a lattice period of a. We then have the following simplified relations:

1 ϵ r = ∑ m = − ∞ + ∞ K m ϵ r e − i 2 π m a z {\displaystyle {\frac {1}{\epsilon _{r}}}=\sum _{m=-\infty }^{+\infty }K_{m}^{\epsilon _{r}}e^{-i{\frac {2\pi m}{a}}z}}

… excerpt ends here. Continue reading the full article.

Worked examples

Example 1 — a first encounter with Plane wave expansion method

Start with the simplest possible case. Write down what Plane wave expansion method claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In computer science, the smallest case is usually a single object, a single equation or a single measurement. Check that every symbol or term in your sentence has a meaning in that case.

Example 2 — changing one variable

Take the situation from Example 1 and change exactly one quantity: double it, halve it, or set it to zero. Predict what should happen to Plane wave expansion method before you calculate. Comparing your prediction with the result is the fastest way to find out whether you understand the idea or only the words.

Example 3 — an exam-style question

Typical questions about Plane wave expansion method ask you to (a) state it precisely, (b) apply it to given data, and (c) explain a limitation. Practise writing all three answers in under five minutes; the third part is what separates a full-mark answer from an average one.

Applications of Plane wave expansion method

In research
Plane wave expansion method appears in computer science research whenever the underlying quantities have to be modelled precisely. Papers usually cite it as a starting assumption and then explore where it breaks down.
In technology and industry
Engineering practice reuses Plane wave expansion method in design rules, simulations and safety margins. Knowing the idea lets you read a specification sheet and understand why the numbers look the way they do.
In the classroom
Plane wave expansion method is common in secondary-school and first-year university syllabi. It links to neighbouring topics Computational electromagnetics, Computational science, Electrodynamics, so understanding it makes those chapters shorter.
In everyday life
Look for Plane wave expansion method outside the textbook — in sport, cooking, traffic, electronics or the sky above you. An example you found yourself is remembered far longer than one you were given.

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How to study Plane wave expansion method in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Plane wave expansion method means in your own words.
  3. Compare your version with the excerpt and mark what you missed.
  4. Work through the three examples above with pen and paper.
  5. Explain Plane wave expansion method out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Plane wave expansion method in simple terms?

Plane wave expansion method (PWE) refers to a computational technique in electromagnetics to solve the Maxwell's equations by formulating an eigenvalue problem out of the equation. This method is popular among the photonic crystal community as a method of solving for the band structure (dispersion…

Why does Plane wave expansion method matter?

Because it connects several computer science ideas at once: it gives you a definition you can apply, a quantity you can calculate, and a way to check whether a result is plausible.

How should I study Plane wave expansion method?

Read the excerpt, restate it from memory, then work through the examples and applications listed on this page. The five-step study plan above takes about twenty minutes.

What does this page cover?

It gives you a compact reference excerpt plus original lgStudy explanations, examples, applications and study material on Plane wave expansion method.

Tags

  • Computational electromagnetics
  • Computational science
  • Electrodynamics

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